Augmentor
Image augmentation tool
Automates image data augmentation to expand datasets for machine learning algorithms
Image augmentation library in Python for machine learning.
5k stars
123 watching
866 forks
Language: Python
last commit: 8 months ago
Linked from 4 awesome lists
augmentationdeep-learningmachine-learningneural-networks
Related projects:
Repository | Description | Stars |
---|---|---|
aleju/imgaug | Tools for manipulating and enhancing images in machine learning applications | 14,422 |
albumentations-team/albumentations | A Python library providing a flexible and fast image augmentation tool for machine learning and computer vision tasks. | 14,288 |
iver56/audiomentations | Library for audio data augmentation used in machine learning | 1,873 |
facebookresearch/augly | A data augmentation library providing various audio, image, text, and video transformations | 4,960 |
zhunzhong07/random-erasing | Provides data augmentation techniques to enhance image classification models | 722 |
mne-tools/mne-python | A comprehensive Python package for exploring and analyzing neurophysiological data from MEG, EEG, and other sources. | 2,730 |
pycaret/pycaret | An automation tool for machine learning workflows in Python | 8,955 |
trekhleb/homemade-machine-learning | Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics | 23,121 |
ml-tooling/opyrator | Automates conversion of machine learning code into production-ready microservices with web API and GUI. | 3,102 |
amueller/introduction_to_ml_with_python | A repository of notebooks and code for teaching machine learning with Python | 7,457 |
rasbt/mlxtend | A collection of tools and helper modules for data analysis and machine learning tasks in Python. | 4,911 |
mljar/mljar-supervised | A tool for automating machine learning pipeline construction and hyperparameter tuning on tabular data | 3,052 |
ddbourgin/numpy-ml | A collection of machine learning algorithms implemented in NumPy for rapid experimentation and prototyping. | 15,466 |
mwaskom/seaborn | A high-level interface for statistical data visualization | 12,575 |
eriklindernoren/ml-from-scratch | Provides implementations of fundamental machine learning models and algorithms from scratch in Python | 24,003 |